Hena Ghonia

Research Interests: Uncertainty quantification, Large language models, time series forecasting

I am working on an open-source project on scaling time series transformer models under Prof. Irina Rish and Kashif Rasul as part of Mila-Morgan Stanely collaboration where models such as Llama and GPT based transformer decoder architecture are being experimented for time series data. I also interned with Professor Emma Frejinger where I worked with multi-output machine learning algorithms for tabular data.